Downscaling Land Surface Temperatures Using a Random Forest Regression Model With Multitype Predictor Variables

IEEE Access ◽

10.1109/access.2019.2896241 ◽

2019 ◽

Vol 7 ◽

pp. 21904-21916 ◽

Cited By ~ 7

Author(s):

Hua Wu ◽

Wan Li

Keyword(s):

Random Forest ◽

Regression Model ◽

Land Surface ◽

Predictor Variables ◽

Random Forest Regression ◽

Surface Temperatures ◽

Land Surface Temperatures

Download Full-text

Downscaling land surface temperatures at regional scales with random forest regression

Remote Sensing of Environment ◽

10.1016/j.rse.2016.03.006 ◽

2016 ◽

Vol 178 ◽

pp. 127-141 ◽

Cited By ~ 118

Author(s):

Christopher Hutengs ◽

Michael Vohland

Keyword(s):

Random Forest ◽

Land Surface ◽

Random Forest Regression ◽

Surface Temperatures ◽

Land Surface Temperatures

Download Full-text

A Geographically and Temporally Weighted Regression Model for Spatial Downscaling of MODIS Land Surface Temperatures Over Urban Heterogeneous Regions

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2895351 ◽

2019 ◽

Vol 57 (7) ◽

pp. 5012-5027 ◽

Cited By ~ 7

Author(s):

Yidong Peng ◽

Weisheng Li ◽

Xiaobo Luo ◽

Hua Li

Keyword(s):

Regression Model ◽

Land Surface ◽

Weighted Regression ◽

Surface Temperatures ◽

Land Surface Temperatures ◽

Spatial Downscaling

Download Full-text

Alternative Physical Method for Retrieving Land Surface Temperatures from Hyperspectral Thermal Infrared Data: Application to IASI Observations

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3056103 ◽

2021 ◽

pp. 1-12

Author(s):

Xinyu Lan ◽

Enyu Zhao ◽

Pei Leng ◽

Zhao-Liang Li ◽

Jelila Labed ◽

...

Keyword(s):

Land Surface ◽

Physical Method ◽

Thermal Infrared ◽

Surface Temperatures ◽

Data Application ◽

Land Surface Temperatures ◽

Infrared Data

Download Full-text

A Random Forest Regression Model Predicting the Winners of Summer Olympic Events

Proceedings of the 2020 2nd International Conference on Big Data Engineering ◽

10.1145/3404512.3404513 ◽

2020 ◽

Author(s):

Mengjie Jia ◽

Yue Zhao ◽

Furong Chang ◽

Bofeng Zhang ◽

Kenji Yoshigoe

Keyword(s):

Random Forest ◽

Regression Model ◽

Random Forest Regression

Download Full-text

Long-range cross-correlation between urban impervious surfaces and land surface temperatures

Frontiers of Earth Science ◽

10.1007/s11707-015-0512-9 ◽

2015 ◽

Vol 10 (1) ◽

pp. 117-125

Author(s):

Qin Nie ◽

Jianhua Xu ◽

Wang Man

Keyword(s):

Long Range ◽

Land Surface ◽

Cross Correlation ◽

Impervious Surfaces ◽

Surface Temperatures ◽

Land Surface Temperatures ◽

Urban Impervious Surfaces

Download Full-text

Modelling future land use land cover changes and their impacts on land surface temperatures in Rajshahi, Bangladesh

Remote Sensing Applications Society and Environment ◽

10.1016/j.rsase.2020.100314 ◽

2020 ◽

Vol 18 ◽

pp. 100314 ◽

Cited By ~ 1

Author(s):

Abdulla - Al Kafy ◽

Md. Shahinoor Rahman ◽

Abdullah-Al- Faisal ◽

Mohammad Mahmudul Hasan ◽

Muhaiminul Islam

Keyword(s):

Land Use ◽

Land Cover ◽

Land Surface ◽

Land Cover Changes ◽

Land Use Land Cover ◽

Surface Temperatures ◽

Land Surface Temperatures

Download Full-text

On the association between land system architecture and land surface temperatures: Evidence from a Desert Metropolis—Phoenix, Arizona, U.S.A

Landscape and Urban Planning ◽

10.1016/j.landurbplan.2017.02.009 ◽

2017 ◽

Vol 163 ◽

pp. 107-120 ◽

Cited By ~ 24

Author(s):

Xiaoxiao Li ◽

Yiannis Kamarianakis ◽

Yun Ouyang ◽

Billie L. Turner II ◽

Anthony Brazel

Keyword(s):

System Architecture ◽

Land Surface ◽

Land System ◽

Surface Temperatures ◽

Land Surface Temperatures

Download Full-text

The Spatial Variations of Urban Land Surface Temperatures: Pertinent Factors, Zoning Effect, and Seasonal Variability

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2008.917869 ◽

2008 ◽

Vol 1 (2) ◽

pp. 154-166 ◽

Cited By ~ 48

Author(s):

Qihao Weng ◽

Hua Liu ◽

Bingqing Liang ◽

Dengsheng Lu

Keyword(s):

Seasonal Variability ◽

Land Surface ◽

Urban Land ◽

Spatial Variations ◽

Surface Temperatures ◽

Land Surface Temperatures ◽

Zoning Effect

Download Full-text

MODIS land surface temperatures and their relationship with hydroclimatological parameters

10.1117/12.459565 ◽

2002 ◽

Author(s):

Sunyurp Park ◽

Johannes J. Feddema ◽

Stephen L. Egbert

Keyword(s):

Land Surface ◽

Surface Temperatures ◽

Land Surface Temperatures

Download Full-text

Downscaling Land Surface Temperature by Using Random Forest Regression Algorithm

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518393 ◽

2018 ◽

Author(s):

Wan Li ◽

Li Ni ◽

Zhao-Liang Li ◽

Hua Wu

Keyword(s):

Random Forest ◽

Surface Temperature ◽

Land Surface Temperature ◽

Land Surface ◽

Random Forest Regression

Download Full-text